@proceedings{akbc-2026-1,
    title = "Proceedings of the 11th Workshop on Automated Knowledge Base Construction ({AKBC} 2026)",
    editor = "Kalo, Jan-Christoph  and
      Nakashole, Ndapa  and
      Razniewski, Simon  and
      Suchanek, Fabian M.  and
      Vlachos, Andreas  and
      McCallum, Andrew",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.akbc-1.0/",
    ISBN = "979-8-89176-464-4"
}
@inproceedings{razniewski-etal-2026-epistemic,
    title = "Epistemic Twins: Enabling a Symbolic Science of Language Model Knowledge",
    author = "Razniewski, Simon  and
      Ghosh, Shrestha  and
      Giordano, Luca  and
      Hu, Yujia  and
      Kowalzik, Josua  and
      Nguyen, Tuan-Phong",
    editor = "Kalo, Jan-Christoph  and
      Nakashole, Ndapa  and
      Razniewski, Simon  and
      Suchanek, Fabian M.  and
      Vlachos, Andreas  and
      McCallum, Andrew",
    booktitle = "Proceedings of the 11th Workshop on Automated Knowledge Base Construction ({AKBC} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.akbc-1.1/",
    pages = "1--7",
    ISBN = "979-8-89176-464-4"
}
@inproceedings{ghosh-etal-2026-auditing,
    title = "Auditing a {KB} Elicitation of Frontier {LLM} Knowledge: A Multi-dimensional Analysis of {GPTKB} v1.5",
    author = "Ghosh, Shrestha  and
      Giordano, Luca  and
      Hu, Yujia  and
      Nguyen, Tuan-Phong  and
      Razniewski, Simon",
    editor = "Kalo, Jan-Christoph  and
      Nakashole, Ndapa  and
      Razniewski, Simon  and
      Suchanek, Fabian M.  and
      Vlachos, Andreas  and
      McCallum, Andrew",
    booktitle = "Proceedings of the 11th Workshop on Automated Knowledge Base Construction ({AKBC} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.akbc-1.2/",
    pages = "8--18",
    ISBN = "979-8-89176-464-4"
}
@inproceedings{varde-etal-2026-edge,
    title = "Edge Knowledge Bases for Sustainable and Explainable {AI}",
    author = "Varde, Aparna S.  and
      Njor, Emil  and
      Daghero, Francesco  and
      Moghaddam, Mahyar Tourchi",
    editor = "Kalo, Jan-Christoph  and
      Nakashole, Ndapa  and
      Razniewski, Simon  and
      Suchanek, Fabian M.  and
      Vlachos, Andreas  and
      McCallum, Andrew",
    booktitle = "Proceedings of the 11th Workshop on Automated Knowledge Base Construction ({AKBC} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.akbc-1.3/",
    pages = "19--25",
    ISBN = "979-8-89176-464-4"
}
@inproceedings{gastinger-etal-2026-temporal,
    title = "A Temporal Knowledge Graph for Music Festival Lineup Forecasting",
    author = "Gastinger, Julia  and
      Dieing, Thilo  and
      Meilicke, Christian  and
      Stuckenschmidt, Heiner",
    editor = "Kalo, Jan-Christoph  and
      Nakashole, Ndapa  and
      Razniewski, Simon  and
      Suchanek, Fabian M.  and
      Vlachos, Andreas  and
      McCallum, Andrew",
    booktitle = "Proceedings of the 11th Workshop on Automated Knowledge Base Construction ({AKBC} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.akbc-1.4/",
    pages = "26--44",
    ISBN = "979-8-89176-464-4"
}
@inproceedings{schrader-etal-2026-canonical,
    title = "The Canonical Order Problem: When Large Language Models Are Unreliable Knowledge Bases for Multi-Valued Relations",
    author = "Schrader, Timo Pierre  and
      Friedrich, Annemarie  and
      Razniewski, Simon  and
      Lange, Lukas",
    editor = "Kalo, Jan-Christoph  and
      Nakashole, Ndapa  and
      Razniewski, Simon  and
      Suchanek, Fabian M.  and
      Vlachos, Andreas  and
      McCallum, Andrew",
    booktitle = "Proceedings of the 11th Workshop on Automated Knowledge Base Construction ({AKBC} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.akbc-1.5/",
    pages = "45--55",
    ISBN = "979-8-89176-464-4"
}
@inproceedings{lee-etal-2026-falcon,
    title = "{FALCON}: A Model and Dataset Agnostic Framework for Synthetic Data Generation for {NL}2{SQL} Pairs",
    author = "Lee, Darian  and
      Rumsey, Shannon  and
      St. Clair, Jack  and
      Tang, Xinyi  and
      Bansal, Aditya  and
      Shi, Yuanming",
    editor = "Kalo, Jan-Christoph  and
      Nakashole, Ndapa  and
      Razniewski, Simon  and
      Suchanek, Fabian M.  and
      Vlachos, Andreas  and
      McCallum, Andrew",
    booktitle = "Proceedings of the 11th Workshop on Automated Knowledge Base Construction ({AKBC} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.akbc-1.6/",
    pages = "56--87",
    ISBN = "979-8-89176-464-4"
}
@inproceedings{lu-2026-relevance,
    title = "When Relevance Is Not Evidence: A Controlled Diagnostic of Claim-Conditioned Support Ranking",
    author = "Lu, Ke",
    editor = "Kalo, Jan-Christoph  and
      Nakashole, Ndapa  and
      Razniewski, Simon  and
      Suchanek, Fabian M.  and
      Vlachos, Andreas  and
      McCallum, Andrew",
    booktitle = "Proceedings of the 11th Workshop on Automated Knowledge Base Construction ({AKBC} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.akbc-1.7/",
    pages = "88--93",
    ISBN = "979-8-89176-464-4"
}
@inproceedings{kosiuk-etal-2026-fine,
    title = "Fine-Grained Table Retrieval Through the Lens of Complex Queries",
    author = {Kosiuk, Wojciech  and
      Ji, Xingyu  and
      Chung, Yeounoh  and
      {\"O}zcan, Fatma  and
      Hulsebos, Madelon},
    editor = "Kalo, Jan-Christoph  and
      Nakashole, Ndapa  and
      Razniewski, Simon  and
      Suchanek, Fabian M.  and
      Vlachos, Andreas  and
      McCallum, Andrew",
    booktitle = "Proceedings of the 11th Workshop on Automated Knowledge Base Construction ({AKBC} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.akbc-1.8/",
    pages = "94--107",
    ISBN = "979-8-89176-464-4"
}
@inproceedings{rosengren-2026-eventsocratickg,
    title = "{E}vent{S}ocratic{KG}: Event-Centric Knowledge Graph Construction for Narrative Retrieval-Augmented Generation",
    author = "Rosengren, William",
    editor = "Kalo, Jan-Christoph  and
      Nakashole, Ndapa  and
      Razniewski, Simon  and
      Suchanek, Fabian M.  and
      Vlachos, Andreas  and
      McCallum, Andrew",
    booktitle = "Proceedings of the 11th Workshop on Automated Knowledge Base Construction ({AKBC} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.akbc-1.9/",
    pages = "108--127",
    ISBN = "979-8-89176-464-4"
}
@inproceedings{yuen-2026-http,
    title = "{HTTP} for Meaning: Towards Linguistically Complete Knowledge Representations with Knowledge State Protocol",
    author = "Yuen, Ian",
    editor = "Kalo, Jan-Christoph  and
      Nakashole, Ndapa  and
      Razniewski, Simon  and
      Suchanek, Fabian M.  and
      Vlachos, Andreas  and
      McCallum, Andrew",
    booktitle = "Proceedings of the 11th Workshop on Automated Knowledge Base Construction ({AKBC} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.akbc-1.10/",
    pages = "128--138",
    ISBN = "979-8-89176-464-4"
}
@inproceedings{yang-etal-2026-string,
    title = "When String Matching Stands In for a Knowledge Base: A Role-Aware Audit of {W}iki{B}ig{E}dit",
    author = "Yang, Edison  and
      Marripalapu, Neel  and
      Agadi, Akshaj",
    editor = "Kalo, Jan-Christoph  and
      Nakashole, Ndapa  and
      Razniewski, Simon  and
      Suchanek, Fabian M.  and
      Vlachos, Andreas  and
      McCallum, Andrew",
    booktitle = "Proceedings of the 11th Workshop on Automated Knowledge Base Construction ({AKBC} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.akbc-1.11/",
    pages = "139--150",
    ISBN = "979-8-89176-464-4"
}
@inproceedings{el-hamdani-etal-2026-musart,
    title = "{MUSART}: A Scalable Multi-Domain Benchmark for Measuring Factual Recall in Large Language Models",
    author = "El Hamdani, Rajaa  and
      Bonald, Thomas  and
      Malliaros, Fragkiskos",
    editor = "Kalo, Jan-Christoph  and
      Nakashole, Ndapa  and
      Razniewski, Simon  and
      Suchanek, Fabian M.  and
      Vlachos, Andreas  and
      McCallum, Andrew",
    booktitle = "Proceedings of the 11th Workshop on Automated Knowledge Base Construction ({AKBC} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.akbc-1.12/",
    pages = "151--168",
    ISBN = "979-8-89176-464-4"
}
@inproceedings{vedula-etal-2026-scaling,
    title = "Scaling {E}-Commerce Attribute Extraction with Parallel Decoding",
    author = "Vedula, Nikhita  and
      Dhyani, Dushyanta  and
      Wang, Bryan  and
      Malmasi, Shervin",
    editor = "Kalo, Jan-Christoph  and
      Nakashole, Ndapa  and
      Razniewski, Simon  and
      Suchanek, Fabian M.  and
      Vlachos, Andreas  and
      McCallum, Andrew",
    booktitle = "Proceedings of the 11th Workshop on Automated Knowledge Base Construction ({AKBC} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.akbc-1.13/",
    pages = "169--177",
    ISBN = "979-8-89176-464-4"
}
@inproceedings{sneiderman-2026-evidence,
    title = "Evidence-Carrying Claims: Fail-Closed Verification Gates for Language-Model-Assisted Research as Knowledge Base Construction",
    author = "Sneiderman, Robert",
    editor = "Kalo, Jan-Christoph  and
      Nakashole, Ndapa  and
      Razniewski, Simon  and
      Suchanek, Fabian M.  and
      Vlachos, Andreas  and
      McCallum, Andrew",
    booktitle = "Proceedings of the 11th Workshop on Automated Knowledge Base Construction ({AKBC} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.akbc-1.14/",
    pages = "178--184",
    ISBN = "979-8-89176-464-4"
}
@inproceedings{thanga-etal-2026-evidence,
    title = "Evidence-Guided Schema Normalization for Temporal Tabular Reasoning",
    author = "Thanga, Ashish  and
      Dixit, Vibhu  and
      Shankarampeta, Abhilash  and
      Gupta, Vivek",
    editor = "Kalo, Jan-Christoph  and
      Nakashole, Ndapa  and
      Razniewski, Simon  and
      Suchanek, Fabian M.  and
      Vlachos, Andreas  and
      McCallum, Andrew",
    booktitle = "Proceedings of the 11th Workshop on Automated Knowledge Base Construction ({AKBC} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.akbc-1.15/",
    pages = "185--223",
    ISBN = "979-8-89176-464-4"
}
@inproceedings{yi-etal-2026-grace,
    title = "{GRACE}: Graph-Grounded Reflective Agent Copilot Engine for Expert-in-the-Loop Knowledge Expansion",
    author = "Yi, John Seon Keun  and
      Minot, Joshua R.  and
      Lee, Dokyun",
    editor = "Kalo, Jan-Christoph  and
      Nakashole, Ndapa  and
      Razniewski, Simon  and
      Suchanek, Fabian M.  and
      Vlachos, Andreas  and
      McCallum, Andrew",
    booktitle = "Proceedings of the 11th Workshop on Automated Knowledge Base Construction ({AKBC} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.akbc-1.16/",
    pages = "224--233",
    ISBN = "979-8-89176-464-4"
}
@inproceedings{boufouss-etal-2026-interpretable,
    title = "Can We Do Interpretable {NLI} with Graphs Based on Atomic Propositions?",
    author = "Boufouss, Younes  and
      Pommeret, Luc  and
      Gerald, Thomas  and
      Paroubek, Patrick  and
      Rosset, Sophie",
    editor = "Kalo, Jan-Christoph  and
      Nakashole, Ndapa  and
      Razniewski, Simon  and
      Suchanek, Fabian M.  and
      Vlachos, Andreas  and
      McCallum, Andrew",
    booktitle = "Proceedings of the 11th Workshop on Automated Knowledge Base Construction ({AKBC} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.akbc-1.17/",
    pages = "234--246",
    ISBN = "979-8-89176-464-4"
}
@inproceedings{foussat-etal-2026-rhetorical,
    title = "A Rhetorical Citation Graph Model for Characterizing Scientific Findings: Resource Construction and Application to Plant Health",
    author = "Foussat, Anne-Sophie  and
      Bossy, Robert  and
      Guigue, Vincent  and
      Sauvion, Nicolas  and
      N{\'e}dellec, Claire",
    editor = "Kalo, Jan-Christoph  and
      Nakashole, Ndapa  and
      Razniewski, Simon  and
      Suchanek, Fabian M.  and
      Vlachos, Andreas  and
      McCallum, Andrew",
    booktitle = "Proceedings of the 11th Workshop on Automated Knowledge Base Construction ({AKBC} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.akbc-1.18/",
    pages = "247--260",
    ISBN = "979-8-89176-464-4"
}
@inproceedings{kovalchuk-etal-2026-schema,
    title = "Schema-Guided Extraction of Interaction Knowledge Bases from Narrative Text: A Folktale Case Study",
    author = "Kovalchuk, Sergey  and
      Ugleva, Anastasia  and
      Kubryak, Oleg",
    editor = "Kalo, Jan-Christoph  and
      Nakashole, Ndapa  and
      Razniewski, Simon  and
      Suchanek, Fabian M.  and
      Vlachos, Andreas  and
      McCallum, Andrew",
    booktitle = "Proceedings of the 11th Workshop on Automated Knowledge Base Construction ({AKBC} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.akbc-1.19/",
    pages = "261--283",
    ISBN = "979-8-89176-464-4"
}
@inproceedings{kalo-2026-operationalization,
    title = "Operationalization Is Part of the Claim: Operationalization-Aware Knowledge in the Era of Generated Answers",
    author = "Kalo, Jan-Christoph",
    editor = "Kalo, Jan-Christoph  and
      Nakashole, Ndapa  and
      Razniewski, Simon  and
      Suchanek, Fabian M.  and
      Vlachos, Andreas  and
      McCallum, Andrew",
    booktitle = "Proceedings of the 11th Workshop on Automated Knowledge Base Construction ({AKBC} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.akbc-1.20/",
    pages = "284--292",
    ISBN = "979-8-89176-464-4"
}
@inproceedings{wang-etal-2026-grace,
    title = "{GRACE}-Mem: Graph Retrieval with Agentic Curation of Evidence for Long-Term Conversational Memory",
    author = "Wang, Heng  and
      Chen, Xuan Ni  and
      Chang, Pei-Yun  and
      Chen, Chih-Hsi  and
      Huang, Hsin-Yu  and
      Lin, Chienyi  and
      Chung, I-Ling",
    editor = "Kalo, Jan-Christoph  and
      Nakashole, Ndapa  and
      Razniewski, Simon  and
      Suchanek, Fabian M.  and
      Vlachos, Andreas  and
      McCallum, Andrew",
    booktitle = "Proceedings of the 11th Workshop on Automated Knowledge Base Construction ({AKBC} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.akbc-1.21/",
    pages = "293--315",
    ISBN = "979-8-89176-464-4"
}
@inproceedings{de-jong-etal-2026-explaining,
    title = "Explaining Textual Entailment with Lexical Entailments: Using {LLM}s to Supply Lexical Relations for Formal Proofs",
    author = "de Jong, Jorryt  and
      Mora{\v{c}}a, Stefan  and
      Cesari, Ettore  and
      Abzianidze, Lasha",
    editor = "Kalo, Jan-Christoph  and
      Nakashole, Ndapa  and
      Razniewski, Simon  and
      Suchanek, Fabian M.  and
      Vlachos, Andreas  and
      McCallum, Andrew",
    booktitle = "Proceedings of the 11th Workshop on Automated Knowledge Base Construction ({AKBC} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.akbc-1.22/",
    pages = "316--333",
    ISBN = "979-8-89176-464-4"
}
@inproceedings{pappacoda-torroni-2026-lmkg,
    title = "{LMKG}: a flexible method for ontology-aware Knowledge Graph Extraction from text",
    author = "Pappacoda, Gianmarco  and
      Torroni, Paolo",
    editor = "Kalo, Jan-Christoph  and
      Nakashole, Ndapa  and
      Razniewski, Simon  and
      Suchanek, Fabian M.  and
      Vlachos, Andreas  and
      McCallum, Andrew",
    booktitle = "Proceedings of the 11th Workshop on Automated Knowledge Base Construction ({AKBC} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.akbc-1.23/",
    pages = "334--342",
    ISBN = "979-8-89176-464-4"
}
@inproceedings{alemany-etal-2026-zero,
    title = "Zero-Shot Relation Classification with Large Language Models: Binary Prompting and Relevance Elicitation",
    author = "Alemany, Sheila  and
      Sullivan-Pao, Danielle  and
      Simek, Olga",
    editor = "Kalo, Jan-Christoph  and
      Nakashole, Ndapa  and
      Razniewski, Simon  and
      Suchanek, Fabian M.  and
      Vlachos, Andreas  and
      McCallum, Andrew",
    booktitle = "Proceedings of the 11th Workshop on Automated Knowledge Base Construction ({AKBC} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.akbc-1.24/",
    pages = "343--358",
    ISBN = "979-8-89176-464-4"
}
@inproceedings{sullivan-pao-etal-2026-distill,
    title = "Distill-{RE}: Few-Shot Relation Extraction via Teacher {LLM} Reasoning Distillation",
    author = "Sullivan-Pao, Danielle  and
      Alemany, Sheila  and
      Simek, Olga",
    editor = "Kalo, Jan-Christoph  and
      Nakashole, Ndapa  and
      Razniewski, Simon  and
      Suchanek, Fabian M.  and
      Vlachos, Andreas  and
      McCallum, Andrew",
    booktitle = "Proceedings of the 11th Workshop on Automated Knowledge Base Construction ({AKBC} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.akbc-1.25/",
    pages = "359--378",
    ISBN = "979-8-89176-464-4"
}
@inproceedings{zheng-etal-2026-imitation,
    title = "From Imitation to Reasoning: Sample-Efficient {LLM} Agents for Knowledge Graph Completion",
    author = "Zheng, Chenjun  and
      Wang, Zhigang  and
      Zhang, Wenjia  and
      Wang, Zhe  and
      Yang, Xiaolin",
    editor = "Kalo, Jan-Christoph  and
      Nakashole, Ndapa  and
      Razniewski, Simon  and
      Suchanek, Fabian M.  and
      Vlachos, Andreas  and
      McCallum, Andrew",
    booktitle = "Proceedings of the 11th Workshop on Automated Knowledge Base Construction ({AKBC} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.akbc-1.26/",
    pages = "379--392",
    ISBN = "979-8-89176-464-4"
}
@inproceedings{zheng-etal-2026-revisiting,
    title = "Revisiting {RAG} Retrievers: An Information Theoretic Benchmark",
    author = "Zheng, Wenqing  and
      Kalaev, Dmitri  and
      Fatsi, Noah  and
      Barcklow, Daniel  and
      Reinert, Owen  and
      Melnyk, Igor  and
      Kumar, Senthil  and
      Bruss, C. Bayan",
    editor = "Kalo, Jan-Christoph  and
      Nakashole, Ndapa  and
      Razniewski, Simon  and
      Suchanek, Fabian M.  and
      Vlachos, Andreas  and
      McCallum, Andrew",
    booktitle = "Proceedings of the 11th Workshop on Automated Knowledge Base Construction ({AKBC} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.akbc-1.27/",
    pages = "393--408",
    ISBN = "979-8-89176-464-4"
}
@inproceedings{kalo-etal-2026-summary,
    title = "Summary of the {AKBC} 2026 Shared Task: Language Models for Knowledge Base Construction ({LM}-{KBC}, 5th Edition)",
    author = "Kalo, Jan-Christoph  and
      Razniewski, Simon  and
      Zhang, Bohui  and
      Nguyen, Tuan-Phong",
    editor = "Kalo, Jan-Christoph  and
      Nakashole, Ndapa  and
      Razniewski, Simon  and
      Suchanek, Fabian M.  and
      Vlachos, Andreas  and
      McCallum, Andrew",
    booktitle = "Proceedings of the 11th Workshop on Automated Knowledge Base Construction ({AKBC} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.akbc-1.28/",
    pages = "409--416",
    ISBN = "979-8-89176-464-4"
}
@inproceedings{ahmed-2026-closed,
    title = "Closed-Book Knowledge Base Construction with Calibrated Abstention and Numeric Self-Consistency",
    author = "Ahmed, Tanvir",
    editor = "Kalo, Jan-Christoph  and
      Nakashole, Ndapa  and
      Razniewski, Simon  and
      Suchanek, Fabian M.  and
      Vlachos, Andreas  and
      McCallum, Andrew",
    booktitle = "Proceedings of the 11th Workshop on Automated Knowledge Base Construction ({AKBC} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.akbc-1.29/",
    pages = "417--426",
    ISBN = "979-8-89176-464-4"
}
@inproceedings{sun-etal-2026-forced,
    title = "A Forced Answer Channel for Closed-Book Knowledge Base Construction at {LM}-{KBC} 2026",
    author = "Sun, Yiqun  and
      Wei, Pengfei  and
      Hsieh, Lawrence B.",
    editor = "Kalo, Jan-Christoph  and
      Nakashole, Ndapa  and
      Razniewski, Simon  and
      Suchanek, Fabian M.  and
      Vlachos, Andreas  and
      McCallum, Andrew",
    booktitle = "Proceedings of the 11th Workshop on Automated Knowledge Base Construction ({AKBC} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.akbc-1.30/",
    pages = "427--433",
    ISBN = "979-8-89176-464-4"
}
@inproceedings{bui-etal-2026-reap,
    title = "{REAP}: Relation-Aware Elicitation and Parsing for Closed-Book Knowledge Base Construction from {LLM}s",
    author = "Bui, Thanh-Dan  and
      Do, Thanh-Trung  and
      Nguyen, Tuan-Phong",
    editor = "Kalo, Jan-Christoph  and
      Nakashole, Ndapa  and
      Razniewski, Simon  and
      Suchanek, Fabian M.  and
      Vlachos, Andreas  and
      McCallum, Andrew",
    booktitle = "Proceedings of the 11th Workshop on Automated Knowledge Base Construction ({AKBC} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.akbc-1.31/",
    pages = "434--440",
    ISBN = "979-8-89176-464-4"
}
@inproceedings{cutura-2026-setprobe,
    title = "{S}et{P}robe: Description-First Relation-Wise Self-Consistency for Closed-Book Knowledge Base Construction",
    author = "Cutura, Jannic Alexander",
    editor = "Kalo, Jan-Christoph  and
      Nakashole, Ndapa  and
      Razniewski, Simon  and
      Suchanek, Fabian M.  and
      Vlachos, Andreas  and
      McCallum, Andrew",
    booktitle = "Proceedings of the 11th Workshop on Automated Knowledge Base Construction ({AKBC} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.akbc-1.32/",
    pages = "441--446",
    ISBN = "979-8-89176-464-4"
}
@inproceedings{silchenko-2026-coverage,
    title = "Coverage Is Not Knowledge: Why Closed-Book Knowledge Base Construction Looks Selection Bound",
    author = "Silchenko, Maksim",
    editor = "Kalo, Jan-Christoph  and
      Nakashole, Ndapa  and
      Razniewski, Simon  and
      Suchanek, Fabian M.  and
      Vlachos, Andreas  and
      McCallum, Andrew",
    booktitle = "Proceedings of the 11th Workshop on Automated Knowledge Base Construction ({AKBC} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.akbc-1.33/",
    pages = "447--455",
    ISBN = "979-8-89176-464-4"
}
@inproceedings{wei-etal-2026-knowledge,
    title = "Knowledge Base Construction from Language Models: Mechanisms and Calibrations for Multi-Object Relational Extraction under Parameter Budgets",
    author = "Wei, Chengcheng  and
      Chen, Ze  and
      Zheng, Jiewen  and
      He, Jiarong  and
      Gao, Max",
    editor = "Kalo, Jan-Christoph  and
      Nakashole, Ndapa  and
      Razniewski, Simon  and
      Suchanek, Fabian M.  and
      Vlachos, Andreas  and
      McCallum, Andrew",
    booktitle = "Proceedings of the 11th Workshop on Automated Knowledge Base Construction ({AKBC} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.akbc-1.34/",
    pages = "456--461",
    ISBN = "979-8-89176-464-4"
}
@inproceedings{tym-2026-pre,
    title = "Pre-training Aware Directed Reasoning for Closed-Book Knowledge Base Construction",
    author = "Tym, Miko{\l}aj",
    editor = "Kalo, Jan-Christoph  and
      Nakashole, Ndapa  and
      Razniewski, Simon  and
      Suchanek, Fabian M.  and
      Vlachos, Andreas  and
      McCallum, Andrew",
    booktitle = "Proceedings of the 11th Workshop on Automated Knowledge Base Construction ({AKBC} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.akbc-1.35/",
    pages = "462--472",
    ISBN = "979-8-89176-464-4"
}
@inproceedings{sasaki-2026-exemplars,
    title = "Exemplars Primarily Shift Retrieval, Verification Instructions Can Shift Rejection: An Anatomy of Inference-Time Interventions for Closed-Book Knowledge Base Construction",
    author = "Sasaki, Takashi",
    editor = "Kalo, Jan-Christoph  and
      Nakashole, Ndapa  and
      Razniewski, Simon  and
      Suchanek, Fabian M.  and
      Vlachos, Andreas  and
      McCallum, Andrew",
    booktitle = "Proceedings of the 11th Workshop on Automated Knowledge Base Construction ({AKBC} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.akbc-1.36/",
    pages = "473--479",
    ISBN = "979-8-89176-464-4"
}
@inproceedings{vo-2026-cover,
    title = "{COVER}-{KBC}: Evidence-Centric Adaptive Inference for Closed-Book Knowledge Base Construction",
    author = "Vo, Quoc-Linh",
    editor = "Kalo, Jan-Christoph  and
      Nakashole, Ndapa  and
      Razniewski, Simon  and
      Suchanek, Fabian M.  and
      Vlachos, Andreas  and
      McCallum, Andrew",
    booktitle = "Proceedings of the 11th Workshop on Automated Knowledge Base Construction ({AKBC} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.akbc-1.37/",
    pages = "480--487",
    ISBN = "979-8-89176-464-4"
}
@inproceedings{kunze-both-2026-mave,
    title = "{MAVE}: Multi-Angle Voting for Emission in Closed-Book Knowledge Base Construction",
    author = "Kunze, Jonas  and
      Both, Andreas",
    editor = "Kalo, Jan-Christoph  and
      Nakashole, Ndapa  and
      Razniewski, Simon  and
      Suchanek, Fabian M.  and
      Vlachos, Andreas  and
      McCallum, Andrew",
    booktitle = "Proceedings of the 11th Workshop on Automated Knowledge Base Construction ({AKBC} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.akbc-1.38/",
    pages = "488--495",
    ISBN = "979-8-89176-464-4"
}
@inproceedings{zimmermann-2026-muselist,
    title = "{M}use{L}ist: Confidence-Gated Multi-Surface Recall for Closed-Book Knowledge Base Construction",
    author = "Zimmermann, Adrian",
    editor = "Kalo, Jan-Christoph  and
      Nakashole, Ndapa  and
      Razniewski, Simon  and
      Suchanek, Fabian M.  and
      Vlachos, Andreas  and
      McCallum, Andrew",
    booktitle = "Proceedings of the 11th Workshop on Automated Knowledge Base Construction ({AKBC} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.akbc-1.39/",
    pages = "496--517",
    ISBN = "979-8-89176-464-4"
}
@inproceedings{khalil-mourad-2026-instruction,
    title = "The Instruction Tax on Factual Recall: Base Models Can Beat Their Instruction-Tuned Counterparts",
    author = "Khalil, Christophe  and
      Mourad, Aya",
    editor = "Kalo, Jan-Christoph  and
      Nakashole, Ndapa  and
      Razniewski, Simon  and
      Suchanek, Fabian M.  and
      Vlachos, Andreas  and
      McCallum, Andrew",
    booktitle = "Proceedings of the 11th Workshop on Automated Knowledge Base Construction ({AKBC} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.akbc-1.40/",
    pages = "518--526",
    ISBN = "979-8-89176-464-4"
}
@inproceedings{cochintele-etal-2026-one,
    title = "One Workflow Does Not Fit All Relations: A System Description for the {AKBC} 2026 {LM}-{KBC} Shared Task",
    author = "Cochintele, Andreea-Elena  and
      Dobrov{\u{a}}ț, Anca  and
      Nisioi, Sergiu",
    editor = "Kalo, Jan-Christoph  and
      Nakashole, Ndapa  and
      Razniewski, Simon  and
      Suchanek, Fabian M.  and
      Vlachos, Andreas  and
      McCallum, Andrew",
    booktitle = "Proceedings of the 11th Workshop on Automated Knowledge Base Construction ({AKBC} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.akbc-1.41/",
    pages = "527--534",
    ISBN = "979-8-89176-464-4"
}
@inproceedings{habibillah-tjiaranata-2026-core,
    title = "{C}o{R}e: Construct-versus-Recall Routing for Knowledge Base Construction Under a Parameter Budget",
    author = "Habibillah, Fatih Naufal  and
      Tjiaranata, Filbert Aurelian",
    editor = "Kalo, Jan-Christoph  and
      Nakashole, Ndapa  and
      Razniewski, Simon  and
      Suchanek, Fabian M.  and
      Vlachos, Andreas  and
      McCallum, Andrew",
    booktitle = "Proceedings of the 11th Workshop on Automated Knowledge Base Construction ({AKBC} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.akbc-1.42/",
    pages = "535--542",
    ISBN = "979-8-89176-464-4"
}
@inproceedings{ungureanu-etal-2026-ensembling,
    title = "Ensembling Elicitation Strategies for Knowledge Base Construction",
    author = "Ungureanu, Vlad-M{\u{a}}d{\u{a}}lin  and
      Neacșu, Matei  and
      Belu, Ianis",
    editor = "Kalo, Jan-Christoph  and
      Nakashole, Ndapa  and
      Razniewski, Simon  and
      Suchanek, Fabian M.  and
      Vlachos, Andreas  and
      McCallum, Andrew",
    booktitle = "Proceedings of the 11th Workshop on Automated Knowledge Base Construction ({AKBC} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.akbc-1.43/",
    pages = "543--549",
    ISBN = "979-8-89176-464-4"
}
@inproceedings{patcharatrakul-vateekul-2026-datamind,
    title = "{D}ata{M}ind at {AKBC} Shared Task 2026: Relation-Specific Multiple Prompting for Closed-Book Knowledge Base Completion",
    author = "Patcharatrakul, Tanaree  and
      Vateekul, Peerapon",
    editor = "Kalo, Jan-Christoph  and
      Nakashole, Ndapa  and
      Razniewski, Simon  and
      Suchanek, Fabian M.  and
      Vlachos, Andreas  and
      McCallum, Andrew",
    booktitle = "Proceedings of the 11th Workshop on Automated Knowledge Base Construction ({AKBC} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.akbc-1.44/",
    pages = "550--559",
    ISBN = "979-8-89176-464-4"
}
@inproceedings{lazzaroni-etal-2026-relation,
    title = "Relation-Specific Elicitation of a Base Model under a 32{B} Closed-Book Budget for {LM}-{KBC} 2026",
    author = "Lazzaroni, Ruggero Marino  and
      Booker, Tim  and
      Soler Valad{\'e}s, Pau  and
      Angermaier, Mathias  and
      Solovev, Kirill",
    editor = "Kalo, Jan-Christoph  and
      Nakashole, Ndapa  and
      Razniewski, Simon  and
      Suchanek, Fabian M.  and
      Vlachos, Andreas  and
      McCallum, Andrew",
    booktitle = "Proceedings of the 11th Workshop on Automated Knowledge Base Construction ({AKBC} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.akbc-1.45/",
    pages = "560--571",
    ISBN = "979-8-89176-464-4"
}